VOL. 14 · NO. 2 | June 2020
 
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Ann. Appl. Stat. 14 (2), (June 2020)
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Ann. Appl. Stat. 14 (2), (June 2020)
No abstract available
Articles
Yusha Liu, Meng Li, Jeffrey S. Morris
Ann. Appl. Stat. 14 (2), 521-541, (June 2020) DOI: 10.1214/19-AOAS1319
KEYWORDS: Bayesian hierarchical model, Functional data analysis, functional response regression, global-local shrinkage, proteomic biomarker, Quantile regression
Geir-Arne Fuglstad, Stefano Castruccio
Ann. Appl. Stat. 14 (2), 542-559, (June 2020) DOI: 10.1214/20-AOAS1340
KEYWORDS: Stochastic partial differential equation, space-time model, global model, nonstationary, climate model
Hong Zhang, Bhramar Mukherjee, Victoria Arthur, Gang Hu, Hagit Hochner, Jinbo Chen
Ann. Appl. Stat. 14 (2), 560-584, (June 2020) DOI: 10.1214/19-AOAS1298
KEYWORDS: Case-control mother–offspring pair design, genetic association, profile likelihood, saddle point problem, retrospective likelihood
Halley L. Brantley, Joseph Guinness, Eric C. Chi
Ann. Appl. Stat. 14 (2), 585-604, (June 2020) DOI: 10.1214/19-AOAS1318
KEYWORDS: Air quality, nonparametric quantile regression, trend estimation
Ben Seiyon Lee, Murali Haran, Robert W. Fuller, David Pollard, Klaus Keller
Ann. Appl. Stat. 14 (2), 605-634, (June 2020) DOI: 10.1214/19-AOAS1305
KEYWORDS: Antarctic ice sheet model, computer model calibration, Paleoclimate, sequential Monte Carlo, uncertainty quantification
Natalie Klein, Josue Orellana, Scott L. Brincat, Earl K. Miller, Robert E. Kass
Ann. Appl. Stat. 14 (2), 635-660, (June 2020) DOI: 10.1214/19-AOAS1300
KEYWORDS: graphical models, circular statistics, network analysis
Walter Dempsey, Peng Liao, Santosh Kumar, Susan A. Murphy
Ann. Appl. Stat. 14 (2), 661-684, (June 2020) DOI: 10.1214/19-AOAS1293
KEYWORDS: Sequential randomization, nested causal effects, stratified micro-randomized trials, mobile health, weighted-centered least-squares method
Peiran Liu, Adrian E. Raftery
Ann. Appl. Stat. 14 (2), 685-705, (June 2020) DOI: 10.1214/19-AOAS1294
KEYWORDS: Bayesian hierarchical model, Markov chain Monte Carlo, measurement error, Population projection, total fertility rate, vital registration
Chris Skinner, Fiona Steele
Ann. Appl. Stat. 14 (2), 706-726, (June 2020) DOI: 10.1214/19-AOAS1308
KEYWORDS: Coresident, network sampling, poststratification, reporting error
Lorenzo Cappello, Julia A. Palacios
Ann. Appl. Stat. 14 (2), 727-751, (June 2020) DOI: 10.1214/19-AOAS1313
KEYWORDS: Coalescent, sequential importance sampling, enumeration
Antoine Godichon-Baggioni, Cathy Maugis-Rabusseau, Andrea Rau
Ann. Appl. Stat. 14 (2), 752-767, (June 2020) DOI: 10.1214/19-AOAS1317
KEYWORDS: clustering, multiview, cluster merging and splitting, multiomic data, TCGA
Dongyan Yan, Subharup Guha, Chul Ahn, Ram Tiwari
Ann. Appl. Stat. 14 (2), 768-788, (June 2020) DOI: 10.1214/20-AOAS1323
KEYWORDS: Clinical trials, Dirichlet process, Exalgo, Gibbs sampling, log-odds ratio model, Metropolis–Hastings, SBMM
Chris McKennan, Carole Ober, Dan Nicolae
Ann. Appl. Stat. 14 (2), 789-808, (June 2020) DOI: 10.1214/20-AOAS1328
KEYWORDS: Metabolomics, latent factors, batch variables, generalized method of moments, missing not at random (MNAR)
Amir Nikooienejad, Wenyi Wang, Valen E. Johnson
Ann. Appl. Stat. 14 (2), 809-828, (June 2020) DOI: 10.1214/20-AOAS1325
KEYWORDS: Bayesian variable selection, nonlocal prior, High-dimensional data, survival data analysis, Cox proportional hazard model, Cancer genomics
Bikram Karmakar, Chyke A. Doubeni, Dylan S. Small
Ann. Appl. Stat. 14 (2), 829-849, (June 2020) DOI: 10.1214/20-AOAS1329
KEYWORDS: Case-control studies, colorectal cancer, evidence factors, observational study, replicability, sigmoidoscopy
Georgia Papadogeorgou, Francesca Dominici
Ann. Appl. Stat. 14 (2), 850-871, (June 2020) DOI: 10.1214/20-AOAS1330
KEYWORDS: Air pollution, cardiovascular hospitalizations, Causal inference, exposure response function, local confounding, low-exposure levels, particulate matter
Céline Cunen, Lars Walløe, Nils Lid Hjort
Ann. Appl. Stat. 14 (2), 872-904, (June 2020) DOI: 10.1214/20-AOAS1331
KEYWORDS: Antarctic minke whale, focused information criterion, FIC plot, linear mixed effects models, Model selection
Hélène Ruffieux, Anthony C. Davison, Jörg Hager, Jamie Inshaw, Benjamin P. Fairfax, Sylvia Richardson, Leonardo Bottolo
Ann. Appl. Stat. 14 (2), 905-928, (June 2020) DOI: 10.1214/20-AOAS1332
KEYWORDS: Annealed variational inference, hierarchical model, horseshoe prior, molecular quantitative trait locus analyses, multiplicity control, normal scale mixture, regulation hotspot, shrinkage, statistical genetics, Variable selection
Qianqian Shan, Yili Hong, William Q. Meeker
Ann. Appl. Stat. 14 (2), 929-955, (June 2020) DOI: 10.1214/20-AOAS1333
KEYWORDS: EM algorithm, hierarchical clustering, missing data, NHPP, random effects, seasonal dynamic covariates
Bo Wei, Zhumin Zhang, HuiChuan J. Lai, Limin Peng
Ann. Appl. Stat. 14 (2), 956-976, (June 2020) DOI: 10.1214/20-AOAS1335
KEYWORDS: Recurrent events, counting process, Inverse probability censoring weighting, terminal event
Shuo Zhou, Howard Bondell, Antoinette Tordesillas, Benjamin I. P. Rubinstein, James Bailey
Ann. Appl. Stat. 14 (2), 977-992, (June 2020) DOI: 10.1214/20-AOAS1326
KEYWORDS: clustering, landslide, mixture model, rockslide monitoring
Subhadeep Paul, Yuguo Chen
Ann. Appl. Stat. 14 (2), 993-1029, (June 2020) DOI: 10.1214/20-AOAS1339
KEYWORDS: Community detection, neuroimaging, nonnegative matrix factorization, population of networks, random effects stochastic block model
Yingye Zheng, Douglas A. Corley, Chyke Doubeni, Ethan Halm, Susan M. Shortreed, William E. Barlow, Ann Zauber, Tor Devin Tosteson, Jessica Chubak
Ann. Appl. Stat. 14 (2), 1030-1044, (June 2020) DOI: 10.1214/20-AOAS1342
KEYWORDS: Cancer screening, EMR data, event-time analysis, mixture model
Mark J. Giganti, Pamela A. Shaw, Guanhua Chen, Sally S. Bebawy, Megan M. Turner, Timothy R. Sterling, Bryan E. Shepherd
Ann. Appl. Stat. 14 (2), 1045-1061, (June 2020) DOI: 10.1214/20-AOAS1343
KEYWORDS: Correlated errors, electronic health records, measurement error, multiple imputation, Survival analysis
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